Andreas L. Symeonidis,
Pericles A. Mitkas
Springer US
2005e druk, 2011
9781441937247
Agent Intelligence Through Data Mining
Specificaties
Paperback, 206 blz.
|
Engels
Springer US |
2005e druk, 2011
ISBN13: 9781441937247
Rubricering
Onderdeel van serie
Multiagent Systems, Artificial Societies, and Simulated Organizations
Levertijd ongeveer 9 werkdagen
Gratis verzonden
Samenvatting
This book addresses the use of data mining for smarter, more efficient agents, as well as the challenge of generating intelligence from data while transferring it to a separate, possibly autonomous, software entity. Following a brief review of data mining and agent technology fields, the book presents a methodology for developing multi-agent systems, describes available open-source tools, and demonstrates the application of the methodology on three different cases.
Specificaties
ISBN13:9781441937247
Taal:Engels
Bindwijze:paperback
Aantal pagina's:206
Uitgever:Springer US
Druk:2005
Hoofdrubriek:Programmeren, Computer en informatica
Inhoudsopgave
Concepts and Techniques.- Data Mining and Knowledge Discovery: A Brief Overview.- Intelligent Agents and Multi-Agent Systems.- Methodology.- Exploiting Data Mining on Mas.- Coupling Data Mining with Intelligent Agents.- Knowledge Diffusion: Three Representative Test Cases.- Data Mining on the Application Level of a Mas.- Mining Agent Behaviors.- Mining Knowledge for Agent Communities.- Extensions….- Agent Retraining and Dynamical Improvement of Agent Intelligence.- Areas of Application & Future Directions.